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  "Title": "Safety Guardrails for Large Language Model Workflows",
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  "Description": "A model-agnostic safety layer for developers building with\nlarge language model (LLM) applications. Maps starter controls\nto the Open Worldwide Application Security Project Top 10 for\nLarge Language Model Applications 2025 risk categories\n<https://genai.owasp.org/llm-top-10/> via a modular rule\nengine. Supports regular-expression rules, lightweight natural\nlanguage processing (NLP) intent checks, optional scanners, and\nsemantic large language model reviewer checks on prompts,\nconversations, retrieved context, tool inputs and outputs,\nstreaming chunks, and model outputs. Supports workflows with\nthe 'Ollama' local web service <https://ollama.com/> via\n'ellmer', remote reviewer endpoints, and other chat interfaces\ncallable from 'R'. Intended as an experimental guardrail layer\nthat teams should evaluate against their own workflows before\nrelying on it in production.",
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  "Repository": "https://ineelhere.r-universe.dev",
  "Date/Publication": "2026-05-28 18:16:03 UTC",
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    "policy_controls",
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    "redaction_strategy",
    "remote_reviewer",
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    "reviewer_prompt",
    "rule_agency_language",
    "rule_diagnosis_claim",
    "rule_financial_advice",
    "rule_injection_basic",
    "rule_injection_indirect",
    "rule_nlp_intent",
    "rule_phi_condition",
    "rule_pii_email",
    "rule_pii_phone",
    "rule_pii_ssn",
    "rule_secrets_api_key",
    "rule_secrets_aws",
    "rule_secrets_bearer",
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    "rule_system_prompt_leak",
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    "scan_output",
    "scan_prompt",
    "scan_stream",
    "scan_tool_call",
    "scan_tool_output",
    "scanner_options",
    "secure_chat",
    "shield_ollama",
    "shieldr_audit",
    "shieldr_policy",
    "shieldr_report",
    "shieldr_result",
    "shieldr_rule",
    "trust_boundary",
    "write_audit_log"
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      "title": "List available built-in policies",
      "topics": [
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      ]
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      "title": "Build a guardrail policy",
      "topics": [
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      ]
    },
    {
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      "title": "Built-in rule helpers",
      "topics": [
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        "rule_agency_language",
        "rule_diagnosis_claim",
        "rule_financial_advice",
        "rule_injection_basic",
        "rule_injection_indirect",
        "rule_nlp_intent",
        "rule_phi_condition",
        "rule_pii_email",
        "rule_pii_phone",
        "rule_pii_ssn",
        "rule_secrets_api_key",
        "rule_secrets_aws",
        "rule_secrets_bearer",
        "rule_secrets_password",
        "rule_system_prompt_leak"
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    },
    {
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      "topics": [
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      "title": "Example prompts",
      "topics": [
        "example_prompts"
      ]
    },
    {
      "page": "explain_findings",
      "title": "Explain findings",
      "topics": [
        "explain_findings"
      ]
    },
    {
      "page": "list_rules",
      "title": "List policy rules",
      "topics": [
        "list_rules"
      ]
    },
    {
      "page": "ollama_reviewer",
      "title": "Create a local Ollama reviewer",
      "topics": [
        "ollama_reviewer"
      ]
    },
    {
      "page": "policy",
      "title": "Load a built-in policy",
      "topics": [
        "policy"
      ]
    },
    {
      "page": "policy_controls",
      "title": "Configure policy-level control actions",
      "topics": [
        "policy_controls"
      ]
    },
    {
      "page": "preflight_check",
      "title": "Preflight-check a prompt",
      "topics": [
        "preflight_check"
      ]
    },
    {
      "page": "print.shieldr_policy",
      "title": "Print a 'shieldr_policy'",
      "topics": [
        "print.shieldr_policy"
      ]
    },
    {
      "page": "print.shieldr_report",
      "title": "Print a 'shieldr_report'",
      "topics": [
        "print.shieldr_report"
      ]
    },
    {
      "page": "rate_guard",
      "title": "Create or check a rate guard",
      "topics": [
        "rate_guard"
      ]
    },
    {
      "page": "redaction_strategy",
      "title": "Configure redaction behavior",
      "topics": [
        "redaction_strategy"
      ]
    },
    {
      "page": "remote_reviewer",
      "title": "Create a remote semantic reviewer",
      "topics": [
        "remote_reviewer"
      ]
    },
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      "page": "remove_rule",
      "title": "Remove a rule from a policy",
      "topics": [
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    },
    {
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      "title": "Return the default semantic reviewer prompt",
      "topics": [
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      "title": "Scan retrieved context rows",
      "topics": [
        "scan_context"
      ]
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    {
      "page": "scan_conversation",
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      "topics": [
        "scan_conversation"
      ]
    },
    {
      "page": "scan_output",
      "title": "Scan model output",
      "topics": [
        "scan_output"
      ]
    },
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      "page": "scan_prompt",
      "title": "Scan a prompt",
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        "scan_prompt"
      ]
    },
    {
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      "title": "Scan streamed output chunks with rolling context",
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      "title": "Scan tool output before it re-enters model context",
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      ]
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      "title": "Configure optional text scanners",
      "topics": [
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      ]
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      "title": "Run a guarded chat call",
      "topics": [
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      "topics": [
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      "title": "Construct a 'shieldr_policy'",
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    },
    {
      "page": "shieldr_report",
      "title": "Construct a 'shieldr_report'",
      "topics": [
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